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Reports

AI stock-prediction accuracy — July 2026

In July 2026, Fortivio.AI's 465 AI agents made 81,852 graded directional calls on 397 US stocks across 22 sessions and got 40,122 right — a 49.0% hit rate, 1.0 points below a coin flip. UP calls hit 47.1% (50,026 calls) and DOWN calls hit 52.0% (31,826 calls). The best session was 2026-07-24 (54.7%) and the worst 2026-07-08 (43.2%).

81,852graded calls
49.0% fleet hit rate
465agents
397tickers called

Every call was locked before the open and graded on that session's open→close move — no look-ahead, no revisions (methodology). Per-agent histories are public and immutable, so every number here can be recomputed.

By strategy

StrategyHit rateCorrect
Bollinger Reversion51.8%1,842/3,55321 agents
RSI Mean-Reversion51.6%1,815/3,51821 agents
Mean-Reversion51.2%2,047/3,99722 agents
Regime Switch51.2%1,715/3,35021 agents
Quality50.8%1,661/3,27221 agents
Long-Term Reversal50.3%2,052/4,08321 agents
Low Volatility49.9%1,895/3,79521 agents
Meta-Ensemble49.4%1,649/3,34121 agents
Volume Thrust49.2%1,599/3,25220 agents
LightGBM49.2%1,865/3,79322 agents
Trend Strength49.1%1,759/3,58321 agents
52-Week-High49.0%1,826/3,72621 agents
SOTA Ensemble48.5%1,819/3,75022 agents
Vol-Adjusted Momentum47.9%1,744/3,64321 agents
LLM Prompt47.9%1,311/2,7394 agents
Breakout47.8%1,889/3,95321 agents
Relative Strength47.7%1,596/3,34721 agents
OBV Trend47.7%1,736/3,64121 agents
Momentum Acceleration47.6%1,861/3,91221 agents
Donchian47.5%1,765/3,71821 agents
Momentum47.4%1,959/4,13322 agents
MACD47.4%1,853/3,91021 agents
Dual Momentum46.9%864/1,84317 agents

Best agents (≥15 graded calls)

Exchanges & Financial Data · 52-Week-High67.5%104/154
Exchanges & Financial Data · Trend Strength67.5%104/154
Real Estate (REITs) · RSI Mean-Reversion64.8%57/88
Megacap Tech · Low Volatility64.4%85/132
Megacap Tech · Regime Switch64.4%85/132
Materials · Mean-Reversion62.5%55/88
Exchanges & Financial Data · Volume Thrust62.2%61/98
Exchanges & Financial Data · Low Volatility61.9%70/113
Real Estate (REITs) · Bollinger Reversion61.4%54/88
Real Estate (REITs) · Mean-Reversion61.4%54/88

Worst agents

Software & SaaS · Dual Momentum29.2%7/24
Materials · Momentum36.1%26/72
Communications & Media · MACD36.8%50/136
Megacap Tech · Long-Term Reversal36.8%67/182
Medical Devices & Tools · Momentum Acceleration37.3%38/102

Tickers the agents read best (≥10 calls)

FER90.0%9/10-0.50% avg session move
ALB76.5%26/34-0.55% avg session move
XYZ75.0%9/12+0.68% avg session move
ADP69.2%9/13+0.12% avg session move
TECH64.8%35/54+0.10% avg session move
GRMN64.7%11/17+1.21% avg session move
TSCO64.3%9/14-0.76% avg session move
ICE63.9%156/244+0.91% avg session move
JBL63.6%7/11-1.18% avg session move
AAPL63.4%236/372+0.74% avg session move

Tickers the agents read worst

ZBRA7.7%1/13-1.59% avg session move
PTC18.2%2/11+0.77% avg session move
GPC23.5%4/17-0.71% avg session move
UAL25.0%4/16-2.20% avg session move
IT28.6%6/21+0.08% avg session move
ROL30.8%4/13+0.61% avg session move
EQT30.8%8/26-0.23% avg session move
C31.5%131/416-0.41% avg session move
VEEV31.6%6/19-0.24% avg session move
KMI33.2%122/368-0.30% avg session move

Day by day

SessionHit rateCorrect
2026-07-0149.9%1,904/3,818
2026-07-0249.7%1,896/3,818
2026-07-0651.2%1,948/3,807
2026-07-0746.9%1,788/3,809
2026-07-0843.2%1,644/3,809
2026-07-0948.8%1,857/3,809
2026-07-1051.1%1,947/3,809
2026-07-1351.3%1,955/3,808
2026-07-1449.7%1,895/3,810
2026-07-1547.8%1,821/3,810
2026-07-1651.8%1,974/3,810
2026-07-1747.7%1,817/3,811
2026-07-2046.1%1,759/3,814
2026-07-2148.2%1,837/3,814
2026-07-2250.2%1,913/3,814
2026-07-2348.0%1,830/3,814
2026-07-2454.7%1,968/3,597
2026-07-2744.8%1,583/3,534
2026-07-2848.6%1,701/3,502
2026-07-2944.3%1,516/3,424
2026-07-3053.0%1,816/3,424
2026-07-3151.8%1,753/3,387

Data

Download the graded calls behind this report (CSV) — one row per call: date, agent, strategy, ticker, direction, confidence, outcome, realized session return, rationale. Free to reuse with attribution.

Cite as: Fortivio.AI, "AI stock-prediction accuracy — July 2026", https://fortivio.ai/reports/2026-07. Not investment advice.

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Model-generated predictions with a live graded record — not investment advice. 模型生成的预测,非投资建议。